MongTap

MongTap by SmallMinds LLC provides a MongoDB-compatible server backed by DataFlood statistical modeling, enabling AI assistants to create and query databases using natural language without requiring actual data storage. Built with pure Node.js and featuring generation control through $seed and $entropy parameters, it offers tools for generating DataFlood models from sample data, starting MongoDB-compatible servers with statistical backing, and querying models with deterministic or probabilistic document generation. The implementation includes comprehensive MongoDB wire protocol support with BSON handling, cursor management for streaming large result sets, session tracking with transaction support, and incremental model training capabilities, making it ideal for developers who need synthetic test data generation, database prototyping with realistic data patterns, and AI-driven database interactions without the overhead of managing actual data persistence.